Identifiability and consistent estimation of nonparametric translation hidden markov models with general state space

被引：0
|
作者：
Gassiat, Élisabeth [1 ]
Le Corff, Sylvain [2 ]
Lehéricy, Luc [1 ]
机构：
[1] Gassiat, Élisabeth
[2] Le Corff, Sylvain
[3] Lehéricy, Luc
来源：
| 1600年 / Microtome Publishing卷 / 21期
关键词：
Hidden Markov models;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Online estimation of hidden Markov models
    Stiller, JC
    Radons, G
    IEEE SIGNAL PROCESSING LETTERS, 1999, 6 (08) : 213 - 215
  • [42] Recursive estimation in hidden Markov models
    LeGland, F
    Mevel, L
    PROCEEDINGS OF THE 36TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 1997, : 3468 - 3473
  • [43] Identifiability of discrete input–output hidden Markov models with external signals
    Étienne David
    Jean Bellot
    Sylvain Le Corff
    Luc Lehéricy
    Statistics and Computing, 2024, 34
  • [44] Nonparametric n-1/2-consistent estimation for the general transformation models
    Ye, JM
    Duan, NH
    ANNALS OF STATISTICS, 1997, 25 (06): : 2682 - 2717
  • [45] Event-based state estimation of discrete-state hidden Markov models
    Shi, Dawei
    Elliott, Robert J.
    Chen, Tongwen
    AUTOMATICA, 2016, 65 : 12 - 26
  • [46] NONPARAMETRIC LEARNING FOR HIDDEN MARKOV MODELS WITH PREFERENTIAL ATTACHMENT DYNAMICS
    Hensley, Asher A.
    Djuric, Petar M.
    2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 3854 - 3858
  • [47] Nonparametric approach to learning the Bayesian procedure for Hidden Markov Models
    State, L
    Cocianu, C
    Panayiotis, V
    6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL III, PROCEEDINGS: IMAGE, ACOUSTIC, SPEECH AND SIGNAL PROCESSING I, 2002, : 362 - 366
  • [48] Nonasymptotic control of the MLE for misspecified nonparametric hidden Markov models
    Lehericy, Luc
    ELECTRONIC JOURNAL OF STATISTICS, 2021, 15 (02): : 4916 - 4965
  • [49] Nonparametric hidden Markov models: Principles and applications to speech recognition
    Trentin, E
    NEURAL NETS, 2003, 2859 : 3 - 21
  • [50] Particle filter as a controlled Markov chain for on-line parameter estimation in general state space models
    Poyiadjis, George
    Singh, Sumeetpal S.
    Doucet, Arnaud
    2006 IEEE International Conference on Acoustics, Speech and Signal Processing, Vols 1-13, 2006, : 2780 - 2783
12345